Time Granularities in Databases, Data Mining, and Temporal Reasoning / Edition 1

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Overview

Calendar units, such as months and days, clock units, such as hours and seconds, and specialized units, such as business days and academic years, play a major role in a wide range of information system applications. System support for reasoning about these units, called granularities in this book, is important for the efficient design, use, and implementation of such applications." "The book deals with several aspects of temporal information and provides a unifying model for granularities. It is intended for computer scientists and engineers who are interested in the formal models and technical development of specific issues. Practitioners can learn about critical aspects that must be taken into account when designing and implementing databases supporting temporal information." "Lecturers may find this book useful for an advanced course on databases. Moreover, any graduate student working on time representation and reasoning, either in data or knowledge bases, should definitely read it.
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Product Details

  • ISBN-13: 9783540669975
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 8/17/2000
  • Edition description: 2000
  • Edition number: 1
  • Pages: 230
  • Product dimensions: 9.21 (w) x 6.14 (h) x 0.63 (d)

Table of Contents

Preface
Pt. I Time Granularities
1 Introduction 3
2 Granularity Systems 11
Pt. II Applications to Databases
3 Design of Temporal Databases with Multiple Granularities 47
4 Querying Temporal Databases with Multiple Views 83
Pt. III Reasoning with Time Granularities and Its Applications
5 Constraint Reasoning 117
6 An Application to Knowledge Discovery 153
Pt. IV Conclusion
7 Open Issues and Research Directions 177
8 Appendix: Proofs 185
Bibliography 223
Index 229
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